Going native in the north: reconsidering British attitudes during the Franklin search, 1848–1859
Bibliographic record
Abstract
ABSTRACT This article critically examines the assumption that the men of Sir John Franklin's last Arctic expedition died because, influenced by the characteristic British cultural prejudices of their time, they refused to employ Inuit survival skills. Since no detailed records from this expedition have ever been found, there is no direct evidence about the attitudes held or actions taken by its members. The article therefore draws on another source: the very extensive British periodical and newspaper coverage of the Franklin search. The writers who contributed to this literature knew even less than is now known about the events of the last Franklin expedition, but their speculations about the probable fate of the lost explorers reflect the beliefs about the Arctic and its people that prevailed at the time. Especially during the early 1850s, the great majority of periodical writers believed that Franklin and his men had gone native in order to survive. It is therefore evident that there was no cultural stigma attached to adopting the Inuit way of life in times of need.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.007 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".